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Papers (including subtopics)

Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification ACL 2025 Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction SemEval 2025 EMPEC: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions ACL 2025 Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation EMNLP 2025 Empirical Study of Zero-shot Keyphrase Extraction with Large Language Models COLING 2025 Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution ACL 2025 Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025 Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025 Empowering LLMs with Logical Reasoning: A Comprehensive Survey IJCAI 2025 Empowering Low-Resource Languages: TraSe Architecture for Enhanced Retrieval-Augmented Generation in Bangla NAACL 2025 Empowering Persuasion Detection in Slavic Texts through Two-Stage Generative Reasoning ACL 2025 Empowering Users in Digital Privacy Management through Interactive LLM-Based Agents ICLR 2025 EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records ACL 2025 EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025 EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025 Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction ACL 2025 Encoder-Aware Sequence-Level Knowledge Distillation for Low-Resource Neural Machine Translation NAACL 2025 Encoder Fine-tuning with Stochastic Sampling Outperforms Open-weight GPT in Astronomy Knowledge Extraction AACL 2025 End-to-End Aspect-Guided Review Summarization at Scale EMNLP 2025 End-to-End Automated Item Generation and Scoring for Adaptive English Writing Assessment with Large Language Models ACL 2025 End-to-End Indian Language Dubbing with Zero-Shot Speaker Preservation Interspeech 2025 End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models EMNLP 2025 End-to-End Speech Translation Guided by Robust Translation Capability of Large Language Model Interspeech 2025 Engagement-driven Persona Prompting for Rewriting News Tweets COLING 2025 Enhanced Zero-Shot Machine Translation via Fixed Prefix Pair Bootstrapping NAACL 2025